haiku.rag-slim
Retrieval-Augmented Generation (RAG) library built on LanceDB - Core package with minimal dependencies.
haiku.rag-slim is the core package for users who want to install only the dependencies they need. Document processing (docling), and reranker support are all optional extras.
For most users, we recommend installing haiku.rag instead, which includes all features out of the box.
Installation
Python 3.12 or newer required
Minimal Installation
uv pip install haiku.rag-slim
Core functionality with OpenAI/Ollama support, MCP server, and Logfire observability. Document processing (docling) is optional.
With Document Processing
uv pip install haiku.rag-slim[docling]
Adds support for 40+ file formats including PDF, DOCX, HTML, and more.
Available Extras
Document Processing:
docling- PDF, DOCX, HTML, and 40+ file formats
Embedding Providers:
voyageai- VoyageAI embeddings
Rerankers:
mxbai- MixedBread AIcohere- Coherezeroentropy- Zero Entropy
Model Providers:
- OpenAI/Ollama - included in core (OpenAI-compatible APIs)
anthropic- Anthropic Claudegroq- Groqgoogle- Google Geminimistral- Mistral AIbedrock- AWS Bedrockvertexai- Google Vertex AI
# Common combinations
uv pip install haiku.rag-slim[docling,anthropic,mxbai]
uv pip install haiku.rag-slim[docling,groq,logfire]
Usage
See the main haiku.rag repository for:
- Quick start guide
- CLI examples
- Python API usage
- MCP server setup
Documentation
Full documentation: https://ggozad.github.io/haiku.rag/
- Installation - Provider setup
- Configuration - YAML configuration
- CLI - Command reference
- Python API - Complete API docs
1 maintainer
Metadata
1 maintainer
Release files for haiku.rag-slim 0.15.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| haiku_rag_slim-0.15.0.tar.gz | 56.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| haiku_rag_slim-0.15.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 136.4 kB
Release files / haiku_rag_slim-0.15.0.tar.gz
| Download URL | haiku_rag_slim-0.15.0.tar.gz |
|---|---|
| Size | 56.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
bd8acd953e3d3dbbb53a6670f6a05f64d575db8fd69b45a8685fca1431c3472b
|
|
BLAKE2b-256 checksum How to use checksums |
935c9f2336eb25b3f99b0899d3fe6fe1c3d270acb519c3425941743106fb7acc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.13.9
|
Release files / haiku_rag_slim-0.15.0-py3-none-any.whl
| Download URL | haiku_rag_slim-0.15.0-py3-none-any.whl |
|---|---|
| Size | 80.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
2573eaafcf7bdaf2293aef9d0e97d796da932cebab698cc0ee7fbd9c84630862
|
|
BLAKE2b-256 checksum How to use checksums |
60c48b0e67a4ecc82a2ea84d9f5aca256e6ee6cad6ea96a8825020a6f2c59981
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.13.9
|
